Stars
Unsupervised Learning for Image Registration
⚡ Automating scientific workflows with AI ⚡
Code base of 'PAPER2WEB: LET’S MAKE YOUR PAPER ALIVE!' integrating the other work package throughout the entire "paper2present" process.
Nonrigid image registration using multi-scale 3D convolutional neural networks
a project for developing registration tools with convolutional neural networks
[MICCAI, 2024] (Oral, RU @ MedIA Best Paper Award) Official implementation of the Brain Latent Progression (BrLP) method from "Enhancing Spatiotemporal Disease Progression Models via Latent Diffusi…
Scikit-Longitudinal (Sklong) your tailored (health) Longitudinal machine learning library built on top of Scikit-Learn
The official implementation of our IPMI 2023 paper "SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation"
Probabilistic Dense Displacement Network (3D discrete deep learning registration)
A variational autoencoder for volumetric shape generation
This is the project about simulating the ageing brain.
Treatment-aware Diffusion Probabilistic Model for Longitudinal MRI Generation and Diffuse Glioma Growth Prediction
Repository for training and using a contrast agnostic registration model based on the work done in SynthMorph. The contrast agnostic registration model may later be used in IvadoMed’s pipeline.
LSOR: Longitudinally-Consistent Self-Organized Representation Learning (MICCAI2023)
This repository contains code to apply vision transformers on surface data
A newly developed model Regional Deep Atrophy (RDA) as a Self-Supervised Learning Method to Automatically Identify Regions Associated with Alzheimer’s Disease Progression from Longitudinal MRI
Example Jacobian computation from a simple test case using ANTs CreateJacobianDeterminantImage
Template-based federated multiview domain alignment